Dynamic content distribution in an enterprise network

Embodiments described herein provide a system for facilitating dynamic content distribution in an enterprise environment. During operation, the system determines topographical information of the enterprise environment. The system determines a set of logical groups based on the topographical information. A respective logical group can include one or more devices managed by the controller and a network that provides connections among the one or more devices. The system generates a distribution plan for a piece of content via a first distribution tree. A respective node of the first distribution tree corresponds to a logical group of the set of logical groups. The logical group hosting the piece of content can correspond to a root node of the first distribution tree. The system then sends a notification message comprising the distribution plan to a respective logical group of the set of logical groups.